Revenge Porn Research Articles

DeepFake Image Detection: Fake Image Detection using CNNs and GANs Algorithm

Deep learning is a powerful and versatile technique that has seen extensive applications in areas such as natural language processing, machine learning, and computer vision. Among its most recent applications is the generation of deepfakes, which are high-quality, realistic altered videos or images that have garnered significant attention. While innovative uses of deepfake technology are being explored, its potential for misuse has raised serious concerns. Harmful applications, such as spreading fake news, creating celebrity pornography, financial fraud, and revenge pornography, have become increasingly prevalent in the digital age. As a result, public figures, including celebrities and politicians, face heightened risks from deepfake content. In response, substantial research has been conducted to explore the mechanics behind deepfakes, leading to the development of various deep learning-based algorithms for their detection. This study provides a comprehensive review of deepfake creation and detection techniques, focusing on different deep learning approaches. Additionally, it discusses the limitations of existing methods and the availability of datasets for research. The lack of a highly accurate and fully automated deepfake detection system presents a significant challenge as the ease of generating and distributing such content continues to grow. Nonetheless, recent efforts in deep learning have shown promising results, surpassing traditional detection methods.

The Sociotechnical Stack: Opportunities for Social Computing Research in Non-Consensual Intimate Media

Non-consensual intimate media (NCIM) involves sharing intimate content without the depicted person's consent, including 'revenge porn' and sexually explicit deepfakes. While NCIM has received attention in legal, psychological, and communication fields over the past decade, it is not sufficiently addressed in computing scholarship. This paper addresses this gap by linking NCIM harms to the specific technological components that facilitate them. We introduce the sociotechnical stack , a conceptual framework designed to map the technical stack to its corresponding social impacts. The sociotechnical stack allows us to analyze sociotechnical problems like NCIM, and points toward opportunities for computing research. We propose a research roadmap for computing and social computing communities to deter NCIM perpetration and support victim-survivors through building and rebuilding technologies.

Persisting concerns about image exposure among survivors of image-based sexual exploitation and abuse in childhood.

Among survivors of image-based sexual exploitation and abuse, how many experienced persisting concerns about others encountering their sexual images? Online self-administered questionnaire was used. A sample of 189 unique incidents of image-based sexual abuse or exploitation in childhood from 154 respondents ages 18-28 were gathered in a follow-up study to a previous national online survey about technology-facilitated abuse. Twenty-six percent of the episodes generated high levels of persisting concern about possible unwanted exposure from the online availability of images. Among those who knew their image was publicly posted, 86% reported high levels of concern, but among the survivors confident that the images were not available online, only 7% had high levels of concern. There was also greater concern about exposure among survivors who experienced the abuse incident within the last 3 years. Abuse at the hands of other juveniles resulted in a similar level of concern as abuse by adults. The study highlights that some survivors of sexual image exploitation and abuse have persistent concerns about further image exposure to other audiences. Survivors with lower levels of persistent concern are typically those who do not believe the images are available online. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

The Help-Seeking Behavior of Victims of Image-Based Sexual Harassment and Abuse: A Scoping Review.

Image-based sexual harassment and abuse (IBSHA) has recently gained scientific attention. To date, research has primarily focused on victim characteristics and impact, while little specific empirical research exists on victims' help-seeking behavior, including barriers and facilitators to seeking support. The aim of this scoping review was to examine the current state of literature on IBSHA victims' help-seeking behavior and barriers and facilitators to seeking support. Seven electronic bibliographic databases were searched up to June 2023 to identify relevant literature. Inclusion criteria consisted of (1) English or Dutch language, (2) original empirical data, (3) studying one or more forms of IBSHA, (4) victim sample, and (5) addressing help-seeking behavior, and/or factors encouraging or discouraging help-seeking. The scoping review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols extension for scoping reviews. In total, 81 articles were included. Varying definitions of IBSHA, sample sizes, and populations complicated the drawing of general conclusions. The research was primarily conducted in English-speaking Western countries with a majority of young, White, heterosexual, and women samples. Prevalence rates of help-seeking strongly varied. Multiple sources of informal and formal support were identified, including friends, family, social media platforms, and police. Informal support appeared preferred. Articles identified several barriers to help-seeking including shame, (fear of) negative social responses and negative expectations of formal support, and facilitators, including desire for justice and takedown of non-consensually shared images. Research on IBSHA is growing rapidly. The field would benefit from further research focused on help-seeking with diverse samples, standardized measures, and intersectionality. Recommendations for policy and practice are provided.

International Prevalence of Technology-Facilitated Sexual Violence Against Women: A Systematic Review and Meta-Analysis of Observational Studies.

The aim of the present review was to systematically identify and examine current knowledge regarding the frequency of any form of technology-facilitated sexual violence (TFSV) perpetrated against women aged 16 years and older. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist was applied when performing the present review. Observational studies reporting prevalence data for any form of TFSV against women aged 16 years and above were considered for inclusion. Four meta-analyses were conducted. One examined data pertaining to overall TFSV, while the other three each addressed a key dimension based on the type of victimization under study. Random-effects models were used to compute pooled estimate prevalences (95% CI). Included studies reported prevalence in 32 different countries at different time points, with 28,220 women being interviewed (16-97 years). A total of 1,437 potential articles were gathered from 8 databases and 17 studies were selected for analysis. Included studies exhibited a low risk of bias (12 strong methodological quality-5 medium). Rates of TFSV ranged from 2.2% to 84%. Global estimated prevalence was 30.60% (95% CI [24.08, 37.12]). The most frequently reported behaviors pertained to "digital sexual harassment" (28.54%) followed by "technology-facilitated aggression and coercion" (16.93%) and "image-based sexual abuse" (6.48%). Present findings shed light on a significant gap in understanding the experiences of adult women. The wide range of reported frequencies underscores the importance of unifying terms and standardizing measurement instruments, emphasizing the need for a cohesive approach to better comprehend and address the multifaceted nature of TFSV.

Exploring the impact of cyber and traditional crime victimization: Impact comparisons and explanatory factors

As cybercrime victimization rates continue to rise, our understanding of their impact, especially compared to traditional crime, remains limited. To address this knowledge gap, we conducted surveys among 910 crime victims, measuring the impact of cyber and traditional variants of property, person-centered, and sexual crime. We compared the impact of: (1) residential burglary and hacking of online bank accounts; (2) doorstep deception and bank helpdesk fraud; (3) in-person threats and online threats; and (4) sexual assault and image-based sexual abuse. Impact was categorized into peritraumatic stress, internalizing problems, externalizing problems, financial impact, and damaged self-image. Our findings reveal that cybercrime impact mostly equals or exceeds that of traditional crimes. Disparities especially emerge in terms of higher peritraumatic stress experienced by victims of cyber property crime, and more damage to self-image suffered by victims of both cyber property and cyber sexual crimes. Furthermore, we identified significant determinants of victim impact among crime characteristics, and social, personal, and demographic factors, some varying between cyber and traditional crime. Our study emphasizes the implications of the technological nature of cybercrime and the relatively active role played by cybercrime victims, while also considering the issue of victim blaming. Furthermore, we underscore the need for targeted victim support and prioritization of cybercrime.

A Comparative Study of the Help-Seeking Behavior of Victims of Contact Sexual Violence and Image-Based Sexual Harassment and Abuse.

Sexual victimization may have serious consequences for victims' well-being. Thus, seeking support is encouraged and associated with positive outcomes. However, no research has compared the help-seeking behavior of victims of contact and image-based (i.e., noncontact) sexual violence. This study explores the differences in help-seeking behavior, and barriers to help-seeking, by comparing datasets from two online survey studies. The findings highlight that victims of contact sexual violence appear more likely to seek help, but also experience the barriers to help-seeking as greater. An exception is the minimization of the incident, which is experienced similarly by both. Future longitudinal research is recommended.

Non-consensual forwarding of sexts: characteristics and overlap with in-person sexual coercion

ABSTRACT This study sought to describe the characteristics of people who non-consensually forward sexts, to examine the overlap between the non-consensual forwarding of sexts and in-person sexual coercion, and to investigate what correlates were associated with each perpetration type (i.e. the non-consensual forwarding of sexts and in-person sexual coercion). In our online community sample of 2,780 emerging adults (i.e. aged 18–30), mostly from North America (97.9%), we found a prevalence of 9.2% for the non-consensual forwarding of sexts and a 13.7% prevalence for in-person sexual coercion. The two types of sexual coercion overlapped; however, more perpetrators of the non-consensual forwarding of sexts had also committed in-person perpetration than in-person perpetrators who also committed the non-consensual forwarding of sexts. Higher sex drive, being a man, greater susceptibility to peer pressure, and self-reporting the other type of sexual coercion were independently related with in-person sexual coercion and the non-consensual forwarding of sexts. Our findings suggest a possible overlapping etiology between in-person sexual coercion and the non-consensual forwarding of sexts and that programmes aimed at reducing in-person sexual coercion could be effective for reducing the non-consensual forwarding of sexts. PRACTICE IMPACT STATEMENT Results from our online survey of 2,780 adults aged 18-30 suggest that using “revenge pornography” to refer to the non-consensual forwarding of sexual materials is unnecessarily restrictive and does not represent the nature of this phenomenon. Further, we found that positive beliefs about the non-consensual forwarding of sexts was a common motivation for non-consensually forwarding sexts, suggesting that social media campaigns educating emerging adults on the risks of the non-consensual forwarding of sexts may be effective in reducing this behaviour.

Tackling Gender-Based Violence to Increase College Students’ Well-Being: A Study on Psychosocial Dimensions Affecting Attitudes Toward the Nonconsensual Intimate Image Dissemination

One of the most recent forms of gender-based violence is non-consensual intimate images dissemination (NCII). This type of offense, popularly referred to as “revenge pornography”, consists of the nonconsensual creation, dissemination, or threat of dissemination of nude or sexually explicit images (photographs and videos) of individuals. NCII is considered a public health issue because of its damaging psychological consequences, especially among adolescents and young adults. According to the social-ecological perspective, psychosocial variables (e.g., endorsement of sexist attitudes, rape myths, sexual double standards, and stereotypes on masculinity) influence and bias perceptions of NCII, but research on these dimensions is still lacking. The present study aims to investigate such variables in a sample of Italian college students (N = 309, 65.4% female, mean age = 21.95, SD = 2.00). The results will be discussed in the light of interventions aimed at raising awareness of violence and its prevention, thus increasing youth well-being in their educational and everyday contexts.

‘A shadow of me old self’: The impact of image-based sexual abuse in a digital society

‘A shadow of me old self’: The impact of image-based sexual abuse in a digital society

“Anything I could do to not have it paralyze me was welcome”: Coping strategies employed by survivors of image-based sexual abuse.

“Anything I could do to not have it paralyze me was welcome”: Coping strategies employed by survivors of image-based sexual abuse.

Perlindungan Hukum Terhadap Perempuan Sebagai Korban Kejahatan Pornografi Balas Dendam (Revenge Porn) di Media Sosial

This research discusses the form of legal protection for women as victims of crime (revenge porn) on social media according to the TPKS Law and the obstacles in providing legal protection to women as victims of revenge porn crimes on social media. This research uses normative legal research. The data from this research is collected by literature study in the form of written regulations, theories from books and journals. The results of this study indicate that: first, the legal protection of victims of revenge porn in the TPKS Law, one of which is regulating the rights of victims such as handling, protection and recovery from cases of sexual violence. Second, obstacles in providing protection to women victims include the deep-rooted patriarchal culture and the distribution of intimate photos / videos considered as consensual. The conclusions of this study are: first, the enactment of Law No.12 of 2022 concerning Criminal Acts of Sexual Violence provides a positive signal in the prevention, handling and recovery of victims of sexual violence such as revenge porn.Second, the entrenched patriarchal culture is one of the obstacles in providing legal protection to women victims of revenge porn on social media.

Image-Based Sexual Abuse Perpetration: A Scoping Review.

Image-based sexual abuse (IBSA) refers to the nonconsensual creating, taking, or sharing of intimate images, including threatening to share images. It can also include coercing someone into sharing intimate images, or sending unwanted intimate images. In recent years, there has been growing attention to the nature, scope, and impacts of IBSA, but comparatively little attention has been paid to the perpetration of these harms. This scoping review consolidates and synthesizes the existing knowledge on the perpetration of IBSA against adults. The review involved a systematic search of scholarly and gray literature across select databases. In total, 26 studies met the inclusion criteria. Studies were included if they were published in English between 2013 and 2023 and reported on findings of a sample of adults over the age of 16 who admitted IBSA perpetration behaviors. The review found that prevalence of subtypes of IBSA varied significantly across the studies. There was consensus that adults who engage in IBSA perpetration are more likely to be men, younger adults, and LGBTIQ+. Motivations were multifaceted, but tended to relate to social rewards, power dynamics, sexual gratification, and retaliatory impulses. Dark Tetrad traits were found to be positively associated with IBSA perpetration. The research also indicates on overlap between victimization and perpetration, as well as an association with other offending behaviors, such as intimate partner violence. Prevention interventions should be focused on changing the opportunities, affordances, and infrastructures for offending, as well as addressing problematic societal attitudes and norms, with early interventions focused on building resilience and self-esteem, and promoting healthy behaviors and respectful relationships.

‘Stupid Girls’ vs. ‘Real Men’: Identity Construction and Social Media Polarization over Revenge Porn

The purpose of this paper is to explore polarization in the discourse of social media commentators over crimes of Revenge Porn. Revenge porn refers to “the nonconsensual sharing of intimate images” (Bond and Tyrrell 2021, 2166), videos, or other intimate material, which are weaponized against its victims. As with other crimes, revenge porn cases are highly discussed on social media, where users might (a) reproduce prejudice and stigma against victims or, contrarily, (b) resist victim-blaming and shaming ideologies as a form of activism and call for empathy (Garcés-Conejos Blitvich and Bou-Franch 2019; Palomino-Manjón 2022). In light of this, this paper examines the discursive construction of the phenomenon of revenge porn and the evaluations proposed of victims and perpetrators on the social network YouTube with the aim of unveiling conflicting ideologies online. To this end, the present study analyzes a corpus of 14,000 comments (ca. 411,000 words) from four different YouTube videos tackling revenge porn cases. The paper adopts a Corpus-Assisted Discourse Studies (CADS) approach (Partington et al. 2013) and uses Sketch Engine to analyze the corpus. Additionally, a more detailed analysis of evaluative resources and linguistic patterns is carried out. Results show that polarized understandings of revenge porn abound in the corpus. Specifically, victim-blaming ideologies are discursively concealed, whereas traditional ideologies regarding sex are overtly encoded. Moreover, male users affiliate with newer constructions of masculinity and dissociate from the illegal actions attributed to perpetrators. Women/victims are generally derogated for not conforming to societal views of common-sensical sexual behavior or praised for their strength in standing social judgment.

Doxing: how a darknet shop created the blackmail as a service business model

PurposeThe objective of this paper is to explore the development of the Blackmail-as-a-Service business model within the Digital Thrift Shop. This service model involves the sale of doxing files to customers, as well as the removal of the content from the shop and its dissemination to victims or individuals closely connected to them.Design/methodology/approachTo access the Digital Thrift shop, this study relies on the Tor browser and a darknet indexing site. The authors then use an application to collect and store the web pages as PDFs. Finally, content analysis is performed on these PDFs to understand the Blackmail-as-a-Service business model developed by the Digital Thrift.FindingsThe doxing data available on the Digital Thrift is primarily targeted toward women. Digital Thrift has also established a way to value the purchase, sale and the removal of blackmail data. The presence of Blackmail-as-a-Service on darknet sites poses unique challenges for criminal justice agencies in terms of jurisdiction, due to the lack of harmonized laws and the obstacles involved in taking down content from darknet sites. Finally, the use of a service model for blackmail allows criminals without technical skills to engage in cyber-victimization using blackmail.Originality/valueResearch into Blackmail-as-a-Service from boutique providers has not been conducted. To the best of the authors’ knowledge, this is one of the first study seeking to understand the Blackmail-as-a-Service business model on the darknet when used to target adults. This study presents evidence of a lack of connection between the buyers of the compromising material and the potential victim, challenging preconceived notions about image-based sexual abuse and its connection to individuals involved in interpersonal relationships.

When non-consensual intimate deepfakes go viral: The insufficiency of the UK Online Safety Act

Advancements in artificial intelligence (AI) have drastically simplified the creation of synthetic media. While concerns often focus on potential misinformation harms, ‘non-consensual intimate deepfakes’ (NCID) – a form of image-based sexual abuse – pose a current, severe, and growing threat, disproportionately impacting women and girls. This article examines the measures implemented with the recently adopted Online Safety Act 2023 (OSA) and argues that the new criminal offences and the ‘systems and processes’ approach the law adopts are insufficient to counter NCID in the UK. This is because the OSA relies on platform policies that often lack consistency regarding synthetic media and on platforms’ content removal mechanisms which offer limited redress to victim-survivors after the harm has already occurred. The article argues that stronger prevention mechanisms are necessary and proposes that the law should mandate all AI-powered deepfake creation tools to ban the generation of intimate synthetic content and require the implementation of comprehensive and enforceable content moderation systems.

‘We work in the grey around decision making’; how ‘thematic discretion’ can help understand police decision-making in cases of youth image-based sexual abuse

ABSTRACT In this paper, I argue that a new term, ‘thematic discretion’, can help us understand police decision-making in cases of youth image-based sexual abuse (YIBSA). YIBSA can be defined as harmful image-sharing practices amongst young people, inclusive of the non-consensual sharing of private sexual images, upskirting and cyberflashing, alongside other actions. I will be drawing on findings from a doctoral research project investigating YIBSA, which utilised a mixed methods approach, comprising of quantitative analysis of freedom of information requests from 40 police forces in England and Wales, as well as 26 qualitative interviews with police and non-police practitioners, also based within England and Wales. Research findings established that YIBSA is highly complicated, and as a result, police officers utilised discretion at a considerable rate, alongside crafting their own guidelines to direct their decision-making, which is argued to be steeped in sexist and victim-blaming narratives.

Postdigital Bodies: Young People’s Experiences of Algorithmic, Tech-Facilitated Body Shaming and Image-Based Sexual Abuse during and after the COVID-19 Pandemic in England

In this paper, we draw upon a study exploring how COVID-19 and social isolation impacted young people’s (aged 13–18) experiences of online sexual and gendered risks and harms in England during nationwide lockdowns and upon their return to school. We explore the complexities, tensions and ambiguities in youth navigating algorithmised feeds on social media apps such as TikTok and content featuring idealised cis-gendered, heterosexualised feminine and masculine embodiment. Young people repeatedly witness hateful and abusive comments that are algorithmically boosted. We argue that this toxic content normalises online hate in the form of body shaming and sexual shaming, developing the concept of the postdigital to analyse the offline, affective, embodied and material dimensions of online harm, harassment and abuse. We also explore young people’s direct experiences of receiving harmful comments, including girls’ and gender and sexuality-diverse youth’s experiences of body and sexual shaming, as well as boys’ experiences of fat shaming; which, in many instances, we argue must be classified as forms of image-based abuse. Using our postdigital lens, we argue that the ways heteronormative, cis-gendered masculine and feminine embodiment are policed online shapes behaviour and norms in young people’s everyday lives, including in and around school, and that better understanding and support around these issues is urgently needed.

Suicidal Ideation Among Male Victim-Survivors of Financial Sextortion

ABSTRACT Financial sextortion is a specific form of image-based sexual abuse (IBSA) in which an offender threatens to publicly distribute a victim’s intimate images or videos unless the victim pays a ransom to the offender. While other forms of IBSA predominately impact women, financial sextortion is unique in that adult men and minor boys are most at risk for victimization. Incidents of financial sextortion have increased globally in the last five years, yet there is limited empirical research on the psychological outcomes for victim-survivors. However, recent media reports highlight several tragic cases in which financial sextortion victims, especially minor boys, have taken their own lives in response to these coercive scams. The purpose of this study is to understand the prevalence and predictors of suicidal thoughts and ideation among male victims of financial sextortion. Using a sample of 215 victim-survivors of financial sextortion, the results indicate that suicidal thoughts are common for this group. In addition, victims who experience concurrent self-conscious emotions (such as shame, guilt, embarrassment, and humiliation) and hypersensitivity are more likely to endorse suicidal ideation. The results also indicate that among participants who do endorse suicidal ideation, depressed mood significantly predicted severity of suicidal thoughts.

Non-consensual intimate image distribution: Nature, removal, and implications for the Online Safety Act

Research was conducted in partnership with the Revenge Porn Helpline (RPH) to examine the location and removal of non-consensual intimate image (NCII) abuse. By examining reports to the helpline, data were collected to uncover where intimate images were being non-consensually distributed, how they were proportionally distributed across platforms, and avenues for image removal. The data confirm that social media plays a key role in NCII distribution and provides further insight into where images are being distributed outside of social media platforms. Data on image removal indicate that knowledge of how to navigate different types of platforms is important for image removal success, making contributions from organisations such as the RPH vital, and highlighting the need to make reporting processes more accessible. The findings also indicate significant gaps within the Online Safety Act which will need to be addressed if the Act is to effectively protect victim-survivors. In particular, the need to move beyond focusing on services with the largest user numbers and broadening the scope to include smaller high-risk and problematic platforms.